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mstfgul/README.md

πŸ‘‹ Hi, I'm Mustafa GUL

Data Professional | Data Engineering β€’ Analytics β€’ Machine Learning | Belgium πŸ‡§πŸ‡ͺ

"Transforming raw data into actionable insights through pipelines, analysis, and intelligent automation"

Junior Data Engineer with hands-on experience across the full data lifecycle: ETL pipelines, exploratory analysis, ML model development, and workflow automation. Currently expanding expertise through Coursera and DataCamp while building production-ready solutions.


πŸš€ What I Do

  • πŸ“Š Data Analysis: Extracting insights from complex datasets using SQL, Python, and visualization tools
  • πŸ”§ Data Engineering: Building scalable ETL pipelines and automating data workflows
  • πŸ€– Machine Learning: Developing predictive models and integrating AI/LLM solutions
  • βš™οΈ Automation: Creating intelligent workflows with n8n and Airflow for efficient data operations
  • πŸ“š Continuous Learning: Active on Coursera & DataCamp, constantly expanding my technical toolkit

Currently seeking: Data Analyst | Data Engineer | Junior Data Scientist | ML Engineer roles in Belgium


πŸ’Ό Professional Experience

Junior Data Engineer Intern @ MinersAI (Jan 2025 - Mar 2025)

  • Designed and optimized ETL pipelines for geological data processing with Python and PySpark
  • Performed exploratory data analysis on 50K+ geological records, identifying key patterns and anomalies
  • Integrated LLMs to convert unstructured geological text into structured formats, improving data accessibility by 85%
  • Implemented OCR + LLM solutions for extracting data from geological PDFs and maps
  • Structured geospatial and vector data for AI/ML analysis using Geopandas
  • Created dashboards and visualizations for data quality monitoring

Data Engineer Trainee @ BeCode (May 2024 - Dec 2024)

  • Completed intensive 7-month bootcamp covering data engineering, analytics, and machine learning
  • Built 8+ end-to-end projects: data pipelines, ML models, dashboards, and automated workflows
  • Hands-on experience with large-scale datasets (1M+ records) and modern data stack technologies
  • Conducted exploratory data analysis, feature engineering, and model evaluation

πŸ› οΈ Technical Skills

Programming & Analysis

  • Python: Pandas, NumPy, Scikit-Learn, TensorFlow (advanced)
  • SQL: PostgreSQL, MySQL, query optimization, complex joins (advanced)
  • R: Statistical analysis, data visualization (intermediate)
  • JavaScript: Data visualization, API integration (intermediate)

Data Engineering

  • Pipelines: Apache Spark, PySpark, Airflow
  • Automation: n8n, workflow orchestration, API integrations
  • Databases: PostgreSQL, MySQL, MongoDB, Redis, SQLite
  • Cloud: AWS (S3, RDS, Lambda), Google Cloud (BigQuery), Azure basics
  • Tools: Docker, Git, CI/CD basics

Data Analysis & Visualization

  • Analysis: Exploratory data analysis, statistical testing, A/B testing
  • Visualization: Matplotlib, Seaborn, Plotly, Streamlit
  • BI Tools: Power BI basics, dashboard design
  • Excel: Advanced formulas, pivot tables, VBA basics

Machine Learning & AI

  • ML Libraries: Scikit-Learn, TensorFlow, feature engineering
  • AI Integration: LangChain, OpenAI API, Hugging Face
  • Model Deployment: Flask, FastAPI, Docker, AWS Lambda
  • MLOps: Model monitoring, version control, performance tracking

Continuous Learning

  • Actively completing courses on Coursera and DataCamp
  • Focus areas: DBT, Snowflake, Kubernetes, Advanced SQL, Cloud platforms

🌟 Featured Projects

Natural language to SQL converter for non-technical users

  • Skills: Python, OpenAI API, Streamlit, Database Design
  • Impact: 95% query accuracy, <2s response time
  • Role: Full-stack development, AI integration, UX design

ML-based recommendation engine with collaborative filtering

  • Skills: Machine Learning, Data Analysis, Python, Flask
  • Impact: 87% prediction accuracy on 10,000+ wines
  • Role: Data preprocessing, model training, API deployment

End-to-end ML pipeline with feature engineering and deployment

  • Skills: Machine Learning, Feature Engineering, AWS, Docker
  • Impact: 92% RΒ² score, production-ready API with <200ms response
  • Role: Data cleaning, model development, cloud deployment

AI-powered document analysis with semantic search

  • Skills: NLP, LangChain, Vector Embeddings, Python
  • Impact: Processes 100+ pages in 30s with 92% accuracy
  • Role: AI integration, backend development, optimization

n8n-based intelligent automation for data processing

  • Skills: Workflow automation, API integration, Python
  • Impact: Reduced manual data tasks by 70%
  • Role: Workflow design, integration setup, monitoring

API-based disposable email generation system

  • Skills: FastAPI, Web Scraping, Python, API Design
  • Impact: 99.9% uptime, 1000+ daily requests
  • Role: Backend development, API documentation

🎯 Core Competencies

Data Engineering βœ… ETL pipeline development and optimization
βœ… Data warehouse design and implementation
βœ… Workflow automation and orchestration
βœ… Database performance tuning
βœ… Cloud data architecture (AWS, GCP)

Data Analysis βœ… Exploratory data analysis (EDA)
βœ… Statistical analysis and hypothesis testing
βœ… Data visualization and storytelling
βœ… Business intelligence and reporting
βœ… SQL query optimization

Data Science & ML βœ… Predictive modeling and evaluation
βœ… Feature engineering and selection
βœ… Model deployment and monitoring
βœ… LLM integration and AI applications
βœ… A/B testing and experimentation

Tools & Technologies βœ… Python, SQL, R, JavaScript
βœ… Spark, Airflow, n8n, Docker
βœ… PostgreSQL, MongoDB, Redis
βœ… AWS, GCP, Azure basics
βœ… Git, CI/CD, Agile methodologies


πŸ“Š GitHub Stats

Mustafa's GitHub Stats

Top Languages


πŸŽ“ Education & Certifications

Education

  • Master's degree in Philosophy - Istanbul MSGSU, Turkey (2020-2022)
  • Bachelor of Philosophy - Ankara YBU, Turkey (2013-2018)
    • Minors: Psychology, Sociology

Professional Training

  • Data Engineering Bootcamp - BeCode, Belgium (2024)
  • Continuous Learning - Coursera & DataCamp (2024-2025)
    • Focus: Advanced SQL, AWS, DBT, Snowflake, ML Engineering

Unique Perspective My philosophy background brings exceptional problem-solving skills, critical thinking, and the ability to ask the right questions when analyzing data and building solutions.


πŸ“« Let's Connect

LinkedIn Email GitHub

πŸš€ Open to opportunities:
Data Analyst β€’ Data Engineer β€’ Data Scientist β€’ ML Engineer β€’ Analytics Engineer

πŸ’Ό Available for:
Full-time positions β€’ Freelance projects β€’ Technical collaborations β€’ Consulting

🌍 Location: Marche-en-Famenne, Belgium πŸ‡§πŸ‡ͺ
Work Authorization: Fully eligible to work in Belgium/EU
Languages: English (B2) β€’ French (B1)


🌱 Why Work With Me?

✨ Versatile skill set spanning the entire data lifecycle
✨ Proven track record with real-world projects and internship experience
✨ Continuous learner actively expanding technical expertise
✨ Unique perspective from philosophy background enhancing problem-solving
✨ Production-ready experience with deployed applications and pipelines
✨ Strong communication skills for cross-functional collaboration


"Turning data into decisions, one insight at a time" πŸš€

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